{"id":"W4210258239","doi":"10.3847/2041-8213/ac4c41","title":"Discovery of a Short-period and Unusually Helium-deficient Dwarf Nova KSP-OT-201701a by the KMTNet Supernova Program","year":2022,"lang":"en","type":"article","venue":"The Astrophysical Journal Letters","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Nova (rocket); Period (music); Supernova; Helium; Astrophysics; Physics; Astronomy; Aeronautics; Engineering; Atomic physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002213953,0.0002637717,0.0002970035,0.0007421725,0.0005016439,0.0005234465,0.0002638799,0.0002755929,0.0008054859],"category_scores_gemma":[0.0003171255,0.0001410093,0.0002784066,0.0002934307,0.0002761324,0.0002184005,0.0007198464,0.0003421894,0.0002912534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003062323,"about_ca_system_score_gemma":0.0001798882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064194,"about_ca_topic_score_gemma":0.001609697,"domain_scores_codex":[0.9998702,0.000008177541,0.00001603049,0.00003855165,0.00003867635,0.00002843667],"domain_scores_gemma":[0.9995164,0.000046652,0.0000987977,0.00005106831,0.00005065823,0.0002364814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007261761,0.0001560929,0.7860202,0.0001633632,0.0002006899,0.01422723,0.0002603496,0.0003539105,0.1673894,0.001095438,0.001055664,0.0283515],"study_design_scores_gemma":[0.00003786831,0.0003813532,0.9509105,0.000031657,0.00008891651,0.01755031,0.000258639,0.001225193,0.01865981,0.0003565423,0.01047972,0.00001944817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978271,0.000199503,0.0003709508,0.00003529252,0.00002337166,0.00001418844,0.0003395482,0.00001986755,0.001170174],"genre_scores_gemma":[0.9980384,0.00009503694,0.0004299275,0.00003703064,0.00001487954,0.000008477161,0.000961957,0.000006852939,0.0004074402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001064194,"threshold_uncertainty_score":0.002694666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122144115560014,"score_gpt":0.2360856190497846,"score_spread":0.2248641778941845,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}